Soft Methods for Handling Variability and Imprecision

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Dubois, Didier (Επιμελητής έκδοσης), Lubiano, M. Asunción (Επιμελητής έκδοσης), Prade, Henri (Επιμελητής έκδοσης), Gil, María Ángeles (Επιμελητής έκδοσης), Grzegorzewski, Przemysław (Επιμελητής έκδοσης), Hryniewicz, Olgierd (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Advances in Soft Computing, 48
• Θέματα: Mathematics.; Information technology.; Business > Data processing.; Artificial intelligence.; Computer-aided engineering.; Probabilities.; Statistics.; Applied mathematics.; Engineering mathematics.; Probability Theory and Stochastic Processes.; Computer-Aided Engineering (CAD, CAE) and Design.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.; Statistics, general.; IT in Business.

Probability theory has been the only well-founded theory of uncertainty for a long time. It was viewed either as a powerful tool for modelling random phenomena, or as a rational approach to the notion of degree of belief. During the last thirty years, in areas centered around decision theory, artifi...

Πίνακας περιεχομένων:

• Invited Papers
• Imprecise Probabilistic Prediction for Categorical Data: From Bayesian Inference to the Imprecise Dirichlet-Multinomial Model
• Fuzzy Bayesian Inference
• Soft Methods for Treating Uncertainties: Applications in the Field of Environmental Risks
• Robert Féron: A Pioneer in Soft Methods for Probability and Statistics
• Foundations
• Relating Prototype Theory and Label Semantics
• Fuzzy Probabilities Based on the Likelihood Function
• Possibility Measures in Probabilistic Inference
• Non-well-Founded Probabilities on Streams
• Relating Epistemic Irrelevance to Event Trees
• Probability Revision, the Uniformity Rule, and the Chan–Darwiche Metric
• Statistical Methods
• On Nonparametric Predictive Inference for Bernoulli Quantities with Set-Valued Data
• Inferring a Possibility Distribution from Very Few Measurements
• Statistics with Vague Data and the Robustness to Data Representation
• On a Linear Independence Test for Interval-Valued Random Sets
• A Small-Sample Nonparametric Independence Test for the Archimedean Family of Bivariate Copulas
• Defuzzification of Fuzzy p-Values
• Testing ‘Two-Sided’ Hypothesis about the Mean of an Interval-Valued Random Set
• Asymptotic Tests for the Variance of a Fuzzy Random Variable Using the D K -Metric
• Empirical Results Concerning a Fuzzy-Based Measure of Symmetry of Real Random Variables
• Fuzzy Kendall Statistic for Autocorrelated Data
• Mixture Model Estimation with Soft Labels
• Imprecise Functional Estimation: The Cumulative Distribution Case
• Non-parametric Density Estimation Based on Label Semantics
• Empirical Comparisons of Goodness-of-Fit Tests for Binomial Distributions Based on Fuzzy Representations
• Mathematical Aspects
• A Generalization of Hukuhara Difference
• A Note about Bobylev’s Differential
• On Boundary Value Problems for Fuzzy Differential Equations
• On Fuzzy Sets Convolution, Fuzzy Lipschitz Sets and Triangular Fuzzy Sets of Rank p
• Generalised p-Boxes on Totally Ordered Spaces
• The F. Riesz Representation Theorem and Finite Additivity
• Set-Valued Stochastic Integrals with Respect to a Real Valued Martingale
• On Stochastic Differential Equations with Fuzzy Set Coefficients
• Strong Solution of Set-Valued Stochastic Differential Equation
• Convergences of Random Variables with Respect to Coherent Upper Probabilities Defined by Hausdorff Outer Measures
• On Convergence in Necessity and Its Laws of Large Numbers
• The Omnipresence of Cycle-Transitivity in the Comparison of Random Variables
• Geometry of Cores of Submodular Coherent Upper Probabilities and Possibility Measures
• On Transformations between Belief Spaces
• Lower and Upper Covariance
• Some Properties of the d K -Variance for Interval-Valued Random Sets
• Triangular Conorms on the Space of Non-decreasing Lists of Non-negative Real Numbers
• On Patchwork Techniques for 2-Increasing Aggregation Functions and Copulas
• Engineering
• A Hierarchical Fusion of Expert Opinion in the TBM
• Application of Non-convex Fuzzy Variables to Fuzzy Structural Analysis
• Handling Uncertainty in Higher Dimensions with Potential Clouds towards Robust Design Optimization
• Reliability of Structures under Consideration of Uncertain Time-Dependent Material Behaviour
• A New Insight into the Linguistic Summarization of Time Series Via a Degree of Support: Elimination of Infrequent Patterns
• An Autoregressive Model with Fuzzy Random Variables
• Tackling Multiple-Instance Problems in Safety-Related Domains by Quasilinear SVM
• An Efficient Normal Form Solution to Decision Trees with Lower Previsions
• Group Decision Making with Soft AHP Based on the Random Set View of Fuzzy Sets.